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Principal Software Engineer
Perception, Computer Vision/Machine Learning
Confirmed live in the last 24 hours
Locations
Mountain View, CA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Computer Vision
Data Structures & Algorithms
C/C++/C#
Pytorch
Tensorflow
Python
Requirements
  • Excellent software engineering skills in Python and/or C++
  • Extensive exp in any deep learning framework, such as PyTorch, JAX, TensorFlow
  • Extensive exp in Computer Vision, Machine Learning, Deep Learning, or other relevant areas of Artificial Intelligence (e.g., as evidenced by industry experience, publication record)
Responsibilities
  • Collaborate with other members of the Perception autonomy team to improve/ideate and implement perception algorithms that power the Aurora Driver
  • Serve as a technical expert for the team on at least one area related to machine learning, with particular focus on computer vision, recursive state estimation, structured prediction, optimization, and others
  • Research and develop state-of-the art deep learning/machine learning models to improve our perception solutions under challenging and diverse scenarios (e.g., on highways and city streets, long-range and multi-sensor object detection, detection under degraded sensors, etc.)
  • Design, prototype and evaluate machine learning algorithms and DNN architectures for detection of traffic actors, their action recognition, and semantic understanding of various traffic scenes that the Aurora Driver encounters
  • Integrate, test, and deploy production-ready solutions into the production code that powers the Aurora Driver
Desired Qualifications
  • Relevant industry experience (prior work on self-driving vehicles, autonomy, and/or robotics projects)
  • Contributions to open source project(s)
  • Strong track record in any field related to machine learning, as evidenced by top-tier publications
  • Examples of relevant fields and conferences: computer vision (e.g., CVPR, ECCV, ICCV, IJCV), machine learning (e.g., ICML, NeurIPS, JMLR, PAMI), robotics (e.g., RSS, IJRR), graphics (e.g., SIGGRAPH, TOG)
Aurora Innovation

1,001-5,000 employees

Leading company in self-driving vehicles
Company Overview
Aurora is on a mission to build self-driving technology that will revolutionize the future of transportation. Its flagship product, the Aurora Driver, is a platform that brings together software, hardware, and data services, to autonomously operate passenger vehicles, light commercial vehicles, and heavy-duty trucks
Benefits
  • Medical, Vision, Life Insurance
  • Paid leave
  • Vacation, Holidays & Sick Time
  • LinkedIn Learning
  • Aurora Academy
  • 401(k)
  • Commuter Benefits
  • Flexible Spending Account
  • Onsite Food
  • PerkSpot
  • Working from Home Support
  • Emotional & Physical Wellness
  • Employee Assistance Program
Company Core Values
  • Operate with integrity - We do the right thing, even if it delays our work or makes less money
  • Focus - We’re solving one of the most challenging problems of our generation, and we’ll get there by fostering a culture of depth, focus, and rigorous engineering
  • No jerks - We solve hard technical problems through discussion and collaboration. We don’t waste time battling over personalities and egos
  • Be reasonable - We expect each other to use good judgment and always have the best interest of the company and our partners in mind
  • Set outrageous goals - We set ambitious goals that demand commitment and push us to do our best work
  • Win together - We are building a technology and a company that will serve people and communities around the world. Our team’s diverse perspective and experience make us stronger and better reflect the world we live in